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Function Approximation on f2 function
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0.0122
Rel. L2 Error
Efficient KAN
0.010252
0.023401
0.03655
0.049699
May 20, 2026
Rel. L2 Error
Time (s)
Updated 12d ago
Evaluation Results
Method
Method
Links
Rel. L2 Error
Time (s)
Efficient KAN
Architecture=[2, 8, 1]
2026.05
0.0122
7.23
Adaptive FastKAN (M2)
Shape par. (h)=0.16, A...
2026.05
0.0394
3.74
KAF
Architecture=[2, 5, 5, 1]
2026.05
0.0452
1.86
FastKAN (GA)
Shape par. (h)=0.5714...
2026.05
0.0498
2.28
MLP
Architecture=[2, 128,...
2026.05
0.0557
1.86
Standard KAN
Architecture=[2, 5, 5, 1]
2026.05
0.0564
61.87
Chebyshev KAN
Architecture=[2, 8, 1]
2026.05
0.0609
2.48
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